References (63)


Citations (11)



How Wise Are Crowds? Insights from Retail Orders and Stock Returns

Eric K. Kelley

University of Tennessee; University of Arizona

Paul C. Tetlock

Columbia Business School - Finance and Economics

January 2012

Journal of Finance, Forthcoming

We analyze the role of retail investors in stock pricing using a database uniquely suited for this purpose. The data allow us to address selection bias concerns and to separately examine aggressive (market) and passive (limit) orders. Both aggressive and passive net buying positively predict firms' monthly stock returns with no evidence of return reversal. Only aggressive orders correctly predict firm news, including earnings surprises, suggesting they convey novel cash flow information. Only passive net buying follows negative returns, consistent with traders providing liquidity and benefitting from the reversal of transitory price movements. These actions contribute to market efficiency.

Number of Pages in PDF File: 85

Keywords: market efficiency, retail investor behavior, return predictability, liquidity provision, financial news, private information

JEL Classification: G14

Open PDF in Browser Download This Paper

Date posted: August 31, 2010 ; Last revised: January 24, 2012

Suggested Citation

Kelley, Eric K. and Tetlock, Paul C., How Wise Are Crowds? Insights from Retail Orders and Stock Returns (January 2012). Journal of Finance, Forthcoming. Available at SSRN: http://ssrn.com/abstract=1668706 or http://dx.doi.org/10.2139/ssrn.1668706

Contact Information

Eric K. Kelley
University of Tennessee ( email )
Knoxville, TN 37996
United States
University of Arizona ( email )
McClelland Hall
P.O. Box 210108
Tucson, AZ 85721-0108
United States
520-621-5589 (Phone)
Paul C. Tetlock (Contact Author)
Columbia Business School - Finance and Economics ( email )
3022 Broadway
New York, NY 10027
United States
212-854-9895 (Fax)
HOME PAGE: http://www0.gsb.columbia.edu/faculty/ptetlock/

Feedback to SSRN

Paper statistics
Abstract Views: 4,141
Downloads: 691
Download Rank: 23,347
References:  63
Citations:  11
People who downloaded this paper also downloaded:
1. The Behavior of Individual Investors
By Brad Barber and Terrance Odean

© 2015 Social Science Electronic Publishing, Inc. All Rights Reserved.  FAQ   Terms of Use   Privacy Policy   Copyright   Contact Us
This page was processed by apollo4 in 0.391 seconds